EXPLAIN-IT: Towards Explainable AI for Unsupervised Network Traffic Analysis

Andrea Morichetta; Pedro Casas-Hernandez; Marco Mellia

EXPLAIN-IT: Towards Explainable AI for Unsupervised Network Traffic Analysis

Andrea Morichetta (Speaker)
, Pedro Casas-Hernandez
, Marco Mellia

Data Science & Artifical Intelligence

Polytechnic University of Turin

Research output: Chapter in Book or Conference Proceedings › Conference Proceedings with Oral Presentation › peer-review

Original language	English
Title of host publication	Proceedings of the 3rd ACM CoNEXT Workshop on Big DAta, Machine Learning and Artificial Intelligence for Data Communication Networks (Big-DAMA 2019)
Pages	22-28
Number of pages	7
Publication status	Published - 2019
Event	3rd ACM CoNEXT Workshop on Big DAta, Machine Learning and Artificial Intelligence for Data Communication Networks (Big-DAMA 2019) - Duration: 9 Dec 2019 → 12 Dec 2019

Conference

Conference	3rd ACM CoNEXT Workshop on Big DAta, Machine Learning and Artificial Intelligence for Data Communication Networks (Big-DAMA 2019)
Period	9/12/19 → 12/12/19

Research Field

Former Research Field - Data Science

Cite this

@inproceedings{c96299ffbf7740aaad2c629d2d54b0ef,

title = "EXPLAIN-IT: Towards Explainable AI for Unsupervised Network Traffic Analysis",

author = "Andrea Morichetta and Pedro Casas-Hernandez and Marco Mellia",

year = "2019",

language = "English",

isbn = "978-1-4503-6999-2",

pages = "22--28",

booktitle = "Proceedings of the 3rd ACM CoNEXT Workshop on Big DAta, Machine Learning and Artificial Intelligence for Data Communication Networks (Big-DAMA 2019)",

note = "3rd ACM CoNEXT Workshop on Big DAta, Machine Learning and Artificial Intelligence for Data Communication Networks (Big-DAMA 2019) ; Conference date: 09-12-2019 Through 12-12-2019",

}

Morichetta, A, Casas-Hernandez, P & Mellia, M 2019, EXPLAIN-IT: Towards Explainable AI for Unsupervised Network Traffic Analysis. in Proceedings of the 3rd ACM CoNEXT Workshop on Big DAta, Machine Learning and Artificial Intelligence for Data Communication Networks (Big-DAMA 2019). pp. 22-28, 3rd ACM CoNEXT Workshop on Big DAta, Machine Learning and Artificial Intelligence for Data Communication Networks (Big-DAMA 2019), 9/12/19.

EXPLAIN-IT: Towards Explainable AI for Unsupervised Network Traffic Analysis. / Morichetta, Andrea (Speaker); Casas-Hernandez, Pedro; Mellia, Marco.
Proceedings of the 3rd ACM CoNEXT Workshop on Big DAta, Machine Learning and Artificial Intelligence for Data Communication Networks (Big-DAMA 2019). 2019. p. 22-28.

Research output: Chapter in Book or Conference Proceedings › Conference Proceedings with Oral Presentation › peer-review

TY - GEN

T1 - EXPLAIN-IT: Towards Explainable AI for Unsupervised Network Traffic Analysis

AU - Casas-Hernandez, Pedro

AU - Mellia, Marco

A2 - Morichetta, Andrea

PY - 2019

Y1 - 2019

M3 - Conference Proceedings with Oral Presentation

SN - 978-1-4503-6999-2

SP - 22

EP - 28

BT - Proceedings of the 3rd ACM CoNEXT Workshop on Big DAta, Machine Learning and Artificial Intelligence for Data Communication Networks (Big-DAMA 2019)

T2 - 3rd ACM CoNEXT Workshop on Big DAta, Machine Learning and Artificial Intelligence for Data Communication Networks (Big-DAMA 2019)

Y2 - 9 December 2019 through 12 December 2019

ER -